We flag inauthentic audience by combining behavioral and profile signals over the last 30 days - sudden follower spikes, implausible view-to-follower ratios, repeated low-quality accounts, geographic mismatches, abnormal engagement timing, and audience homogeneity. Those signals feed fraud scores and engagement checks so you see likely fake reach before outreach.